首页> 外文会议>IEEE ASSP Workshop on Applications of Signal Processing to Audio and Acoustics >EXTRACTION OF SPECTRAL PEAK PARAMETERS USING A SHORT-TIME FOURIER TRANSFORM MODELING AND NO SIDELOBE WINDOWS.
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EXTRACTION OF SPECTRAL PEAK PARAMETERS USING A SHORT-TIME FOURIER TRANSFORM MODELING AND NO SIDELOBE WINDOWS.

机译:使用短时傅里叶变换建模和缺口窗口提取光谱峰值参数。

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A new method which improves the estimation of frequency, amplitude and phase of the partials of a sound is presented. It allows the reduction of the analysis-window size from four periods to two periods. It therefore gives better accuracy in parameter determination, and has proved to remain efficient at low signal-to-noise ratios. The basic idea consists of using a parametric modeling of the short-time Fourier Transform. The method alternately estimates the complex amplitudes and the frequencies starting from the result of the classical analysis method. It uses least-square procedure and a first-order limited expansion of the model around previous estimations. This method lead us to design new windows which do not have any sidelobe in order to help the convergence. Finally an analysis algorithm which has been built according to the observed behavior of the method for various kinds of sound is presented.
机译:提出了一种提高声音部分频率,幅度和相位估计的新方法。它允许将分析窗口大小从四个时段减少到两个时段。因此,它在参数确定中提供了更好的准确性,并且已经证明在低信噪比下保持有效。基本思想包括使用参数模型的短时傅里叶变换。该方法可选地估计从经典分析方法的结果开始的复杂幅度和频率。它使用最小二乘过程和先前估计周围的模型的一阶限制扩展。此方法引导我们设计新的窗口,该窗口没有任何Sidelobe以帮助收敛。最后,提出了一种分析算法,该分析算法已经根据所观察到的各种声音的方法的观察行为构建。

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